FNN: Fast Nearest Neighbor Search Algorithms and Applications

Canonical link: https://rscholar.com/pkg/FNN

Alina Beygelzimer • Sham Kakadet • John Langford • Sunil Arya • David Mount Shengqiao Li • View description and downloads View dependencies GitHub project

2010 Published

0 Citations

5 Authors

17 Revisions

1.1.4.1 Version

GPL-2 License

Referenced by ⇅	Year
aRchi: Quantitative Structural Model ("QSM") Treatment for Tree Architecture (Version 2.1.3)	2021
hybridEnsemble: Build, Deploy and Evaluate Hybrid Ensembles (Version 1.7.9)	2013
regfilter: Elimination of Noisy Samples in Regression Datasets using Noise Filters (Version 1.1.1)	2022
SACOBRA: Self-Adjusting COBRA (Version 1.2)	2015
spamtree: Spatial Multivariate Trees (Version 0.2.2)	2021
image.dlib: Image Processing Functionality using the 'dlib' Package (Version 0.1.1)	2020
ExNRuleEnsemble: A k Nearest Neibour Ensemble Based on Extended Neighbourhood Rule (Version 0.1.1)	2022
FactorHet: Estimate Heterogeneous Effects in Factorial Experiments Using Grouping and Sparsity (Version 1.0.0)	2025
HDoutliers: Leland Wilkinson's Algorithm for Detecting Multidimensional Outliers (Version 1.0.4)	2016
HVT: Constructing Hierarchical Voronoi Tessellations and Overlay Heatmaps for Data Analysis (Version 25.2.8)	2023
LilRhino: For Implementation of Feed Reduction, Learning Examples, NLP and Code Management (Version 1.2.2)	2019
OkNNE: A k-Nearest Neighbours Ensemble via Optimal Model Selection for Regression (Version 1.0.1)	2020
PointedSDMs: Fit Models Derived from Point Processes to Species Distributions using 'inlabru' (Version 2.1.4)	2022
RaceID: Identification of Cell Types, Inference of Lineage Trees, and Prediction of Noise Dynamics from Single-Cell RNA-Seq Data (Version 0.3.9)	2018
SpatialDDLS: Deconvolution of Spatial Transcriptomics Data Based on Neural Networks (Version 1.0.3)	2023
bapred: Batch Effect Removal and Addon Normalization (in Phenotype Prediction using Gene Data) (Version 1.1)	2015
bigdatadist: Distances for Machine Learning and Statistics in the Context of Big Data (Version 1.1)	2018
customizedTraining: Customized Training for Lasso and Elastic-Net Regularized Generalized Linear Models (Version 1.3)	2016
damAOI: Create an 'Area of Interest' Around a Constructed Dam for Comparative Impact Evaluations (Version 0.1)	2024
evclust: Evidential Clustering (Version 2.0.3)	2016
fpcb: Predictive Confidence Bands for Functional Time Series Forecasting (Version 0.1.0)	2021
gainML: Machine Learning-Based Analysis of Potential Power Gain from Passive Device Installation on Wind Turbine Generators (Version 0.1.0)	2019
gstat: Spatial and Spatio-Temporal Geostatistical Modelling, Prediction and Simulation (Version 2.1-4)	2003
meshed: Bayesian Regression with Meshed Gaussian Processes (Version 0.2.3)	2021
mlrCPO: Composable Preprocessing Operators and Pipelines for Machine Learning (Version 0.3.8)	2018
pmlbr: Interface to the Penn Machine Learning Benchmarks Data Repository (Version 0.3.0)	2020
probout: Unsupervised Multivariate Outlier Probabilities for Large Datasets (Version 1.1.2)	2017
rchemo: Dimension Reduction, Regression and Discrimination for Chemometrics (Version 0.1-3)	2023
rgnoisefilt: Elimination of Noisy Samples in Regression Datasets using Noise Filters (Version 1.1.3)	2023
scCAN: Single-Cell Clustering using Autoencoder and Network Fusion (Version 1.0.5)	2021
sits: Satellite Image Time Series Analysis for Earth Observation Data Cubes (Version 1.5.4)	2022
smotefamily: A Collection of Oversampling Techniques for Class Imbalance Problem Based on SMOTE (Version 1.4.0)	2016
spmoran: Fast Spatial and Spatio-Temporal Regression using Moran Eigenvectors (Version 0.3.3)	2017
superml: Build Machine Learning Models Like Using Python's Scikit-Learn Library in R (Version 0.5.7)	2018
uwot: The Uniform Manifold Approximation and Projection (UMAP) Method for Dimensionality Reduction (Version 0.2.4)	2019
varrank: Heuristics Tools Based on Mutual Information for Variable Ranking (Version 0.5)	2018
SpatialDDLS Networks: (Version )	0
SRTsim: Simulator for Spatially Resolved Transcriptomics (Version 0.99.7)	2022
imbalance: Preprocessing Algorithms for Imbalanced Datasets (Version 1.0.2.1)	2017
bhetGP: Bayesian Heteroskedastic Gaussian Processes (Version 1.0.1)	2025
Anthropometry: Statistical Methods for Anthropometric Data (Version 1.21)	2014
BayesNSGP: Bayesian Analysis of Non-Stationary Gaussian Process Models (Version 0.2.0)	2019
BoneDensityMapping: Maps Bone Densities from CT Scans to Surface Models (Version 0.1.4)	2025
CAST: 'caret' Applications for Spatial-Temporal Models (Version 1.0.3)	2018
CGMissingDataR: Missingness Benchmark for Continuous Glucose Monitoring Data (Version 0.0.1)	2026
Canek: Batch Correction of Single Cell Transcriptome Data (Version 0.2.5)	2022
DSWE: Data Science for Wind Energy (Version 1.8.4)	2021
ECoL: Complexity Measures for Supervised Problems (Version 0.3.0)	2018
ExNRuleEnsemble Rule: (Version )	0
GPvecchia: Scalable Gaussian-Process Approximations (Version 0.1.7)	2019
GWmodel: Geographically-Weighted Models (Version 2.4-1)	2013
GpGp: Fast Gaussian Process Computation Using Vecchia's Approximation (Version 1.0.0)	2018
HDoutliers Outliers: (Version )	0
HellCor: The Hellinger Correlation (Version 1.3)	2018
Hmsc: Hierarchical Model of Species Communities (Version 3.3-7)	2019
IndepTest: Nonparametric Independence Tests Based on Entropy Estimation (Version 0.2.0)	2017
KCSKNNShiny: K-Nearest Neighbour Classifier (Version 0.1.0)	2019
KNNShiny: Interactive Document for Working with KNN Analysis (Version 0.1.0)	2019
LCCkNN Estimation: (Version )	0
LOMAR: Localization Microscopy Data Analysis (Version 0.5.1)	2021
MBC: Multivariate Bias Correction of Climate Model Outputs (Version 0.10-7)	2016
MD2sample: Various Methods for the Two Sample Problem in D>1 Dimensions (Version 1.1.0)	2025
MOEADr: Component-Wise MOEA/D Implementation (Version 1.1.3)	2017
OkNNE Regression: (Version )	0
PINSPlus: Clustering Algorithm for Data Integration and Disease Subtyping (Version 2.0.9)	2018
RaSEn: Random Subspace Ensemble Classification and Variable Screening (Version 3.0.0)	2020
RepeatedHighDim: Methods for High-Dimensional Repeated Measures Data (Version 2.5.0)	2011
SMOTEWB: Imbalanced Resampling using SMOTE with Boosting (SMOTEWB) (Version 1.2.5)	2022
SimIndep Independence: (Version )	0
SmartMeterAnalytics: Methods for Smart Meter Data Analysis (Version 1.1.1)	2020
SpaCCI: Spatially Aware Cell-Cell Interaction Analysis (Version 1.0.4)	2024
Surrogate: Evaluation of Surrogate Endpoints in Clinical Trials (Version 3.4.1)	2014
TDA: Statistical Tools for Topological Data Analysis (Version 1.9.4)	2021
VoxR: Trees Geometry and Morphology from Unstructured TLS Data (Version 1.0.0)	2014
WASP: Wavelet System Prediction (Version 1.4.5)	2021
YEAB: Analyze Data from Analysis of Behavior Experiments (Version 1.0.6)	2025
aRtsy: Generative Art with 'ggplot2' (Version 1.0.1)	2021
abcel: Empirical Likelihood-Based Approximate Bayesian Computation (Version 1.0)	2025
adamethods: Archetypoid Algorithms and Anomaly Detection (Version 1.2.1)	2018
agghoo: Aggregated Hold-Out Cross Validation (Version 0.1-0)	2023
amadeus: Accessing and Analyzing Large-Scale Environmental Data (Version 1.2.4.9)	2024
amt: Animal Movement Tools (Version 0.3.0.0)	2018
atakrig: Area-to-Area Kriging (Version 0.9.8.2)	2020
autoFRK: Automatic Fixed Rank Kriging (Version 1.4.4)	2018
cccd: Class Cover Catch Digraphs (Version 1.6)	2010
clap: Detecting Class Overlapping Regions in Multidimensional Data (Version 0.1.0)	2024
cmsafops: Tools for CM SAF NetCDF Data (Version 1.4.3)	2020
cmsaf: A Toolbox for CM SAF NetCDF Data (Version 3.6.0)	2015
cmsafvis: Tools to Visualize CM SAF NetCDF Data (Version 1.3.0)	2020
colors3d: Generate 2D and 3D Color Palettes (Version 1.0.1)	2023
cooltools: Practical Tools for Scientific Computations and Visualizations (Version 2.18)	2022
crmReg: Cellwise Robust M-Regression and SPADIMO (Version 1.0.4)	2020
daltoolbox: Leveraging Experiment Lines to Data Analytics (Version 1.2.747)	2023
deepgp: Bayesian Deep Gaussian Processes using MCMC (Version 1.2.0)	2020
densityClust: Clustering by Fast Search and Find of Density Peaks (Version 0.3.3)	2014
dobin: Dimension Reduction for Outlier Detection (Version 1.0.4)	2019
evclass: Evidential Distance-Based Classification (Version 2.0.2)	2016
exdqlm: Extended Dynamic Quantile Linear Models (Version 0.2.0)	2021
first: Factor Importance Ranking and Selection using Total Indices (Version 2.1)	2024
freqparcoord: Novel Methods for Parallel Coordinates (Version 1.0.1)	2014
gcKrig: Analysis of Geostatistical Count Data using Gaussian Copulas (Version 1.1.8)	2016
gmGeostats: Geostatistics for Compositional Analysis (Version 0.11.4)	2020
hextri: Hexbin Plots with Triangles (Version 0.9.17)	2016
ider: Various Methods for Estimating Intrinsic Dimension (Version 0.1.1)	2017
immunaut: Machine Learning Immunogenicity and Vaccine Response Analysis (Version 1.0.2)	2024
intRinsic: Likelihood-Based Intrinsic Dimension Estimators (Version 1.1.2)	2022
knn.covertree: An Accurate kNN Implementation with Multiple Distance Measures (Version 1.1)	2019
ks: Kernel Smoothing (Version 1.15.1)	2005
less: Learning with Subset Stacking (Version 0.1.0)	2022
lgspline Estimation: (Version )	0
mateable: Assess Mating Potential in Space and Time (Version 0.3.3)	2016
metamer: Create Data with Identical Statistics (Version 0.3.0)	2019
miceRanger: Multiple Imputation by Chained Equations with Random Forests (Version 1.5.0)	2020
missRanger: Fast Imputation of Missing Values (Version 2.6.1)	2017
mlquantify: Algorithms for Class Distribution Estimation (Version 0.2.0)	2020
mlr: Machine Learning in R (Version 2.19.3)	2013
mlrCPO Learning: (Version )	0
musclesyneRgies: Extract Muscle Synergies from Electromyography (Version 1.2.5)	2022
noisemodel: Noise Models for Classification Datasets (Version 1.0.2)	2022
outForest: Multivariate Outlier Detection and Replacement (Version 1.0.1)	2020
pmlbr Repository: (Version )	0
polarisR: Non-Linear Dimensionality Reduction Visualization Tool (Version 0.1.4)	2025
probout Datasets: (Version )	0
rainette: The Reinert Method for Textual Data Clustering (Version 0.3.2)	2020
rchemo Chemometrics: (Version )	0
regtools: Regression and Classification Tools (Version 1.7.0)	2016
rgnoisefilt Filters: (Version )	0
sambia: A Collection of Techniques Correcting for Sample Selection Bias (Version 0.1.0)	2018
sansa: Synthetic Data Generation for Imbalanced Learning in 'R' (Version 0.0.1)	2022
scgwr: Scalable Geographically Weighted Regression (Version 0.1.2-21)	2019
sdcSpatial: Statistical Disclosure Control for Spatial Data (Version 0.6.1)	2019
semidist: Measure Dependence Between Categorical and Continuous Variables (Version 0.1.0)	2023
shattering: Estimate the Shattering Coefficient for a Particular Dataset (Version 1.0.7)	2020
sits Cubes: (Version )	0
spCF: Coarse-to-Fine Spatial Modeling (Version 0.1.0)	2026
spmoran Eigenvectors: (Version )	0
stars: Spatiotemporal Arrays, Raster and Vector Data Cubes (Version 0.7-0)	2018
stray: Anomaly Detection in High Dimensional and Temporal Data (Version 0.1.1)	2019
supercompress: Supervised Compression of Big Data (Version 1.1)	2021
toweranNA: A Method for Handling Missing Values in Prediction Applications (Version 0.1.0)	2023
trafo: Estimation, Comparison and Selection of Transformations (Version 1.0.1)	2018
tspredit: Time Series Prediction with Integrated Tuning (Version 1.2.747)	2023
utsf: Univariate Time Series Forecasting (Version 1.3.1)	2024
waywiser: Ergonomic Methods for Assessing Spatial Models (Version 0.6.3)	2022
xkcdcolors: Color Names from the XKCD Color Survey (Version 1.0)	2016

RPKG Scholar presents a tabulation of an author's contribution in the development of R packages stored in the Comprehensive R Archive Network (CRAN). Within this site, we consider package dependencies (suggests,imports,depends,enhances) as citations because we believe that using one's package to develop another is tantamount to citing the author of the package being imported, suggested or enhanced.